Bernd Bischl

OpenML

Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl · ACM SIGKDD Explorations Newsletter · 2014 · 1.1K citations · Full text

Computing, Computer Science, Visualization +12

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

Bernd Bischl, Martin Binder, Michel Lang et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2023 · 809 citations · Full text

Computing, Computer Science, Algorithms +14

Benchmark for filter methods for feature selection in high-dimensional classification data

Andrea Bommert, Xudong Sun, Bernd Bischl et al. · Computational Statistics & Data Analysis · 2019 · 729 citations · Full text

Computing, Bioinformatics, Computer Science +16

Tunability: Importance of Hyperparameters of Machine Learning Algorithms

Philipp Probst, Bernd Bischl, Anne‐Laure Boulesteix · arXiv (Cornell University) · 2018 · 577 citations · Full text

Computing, Computer Science, Algorithms +13

mlr3: A modern object-oriented machine learning framework in R

Michel Lang, Martin Binder, Jakob Richter et al. · The Journal of Open Source Software · 2019 · 463 citations · Full text

Computing, Computer Science, Artificial Intelligence +10